video-analyzer
Video analysis tool, combining Llama visual model and OpenAI Whisper for local video description generation.
Product Details
video-analyzer is a video analysis tool that combines Llama's 11B visual model and OpenAI's Whisper model to describe what is happening in the video by extracting key frames, feeding them into the visual model to obtain details, and combining the details of each frame with the available transcripts. This tool represents a combination of computer vision, audio transcription, and natural language processing to generate detailed descriptions of video content. Its key benefits include running completely natively without a cloud service or API key, intelligent extraction of video keyframes, high-quality audio transcription using OpenAI’s Whisper, frame analysis using Ollama and Llama3.2 11B vision models, and generation of natural language descriptions of video content.
Main Features
How to Use
Target Users
The target audience is video content analysts, video editors, researchers and anyone who needs to extract detailed information from videos. This tool is suitable for them because it provides an automated way to analyze video content, saving the time and effort of manual analysis, and can provide deeper insights than traditional methods.
Examples
Video content creators use video-analyzer to generate video summaries to improve the efficiency of content production.
Researchers use the tool to analyze video data and study behavioral patterns.
Educational institutions use video-analyzer to create detailed descriptions of instructional videos to assist visually impaired students in learning.
Quick Access
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